UTC05:21ZNowSIREN 456.6/100Delta+0.5upsince 03:34ZObservedSources15/15reportingStatusOPERATIONAL

Which AI stories has SIREN scored in this window? · Which AI news tags have SIREN pages? · Which AI tags has SIREN scored stories about?

What has SIREN scored about Research agents?

Research-agent product and paper stories scored in the newsroom or archive — coverage counts, not a capability forecast. A tag page lists scored stories whose title or summary matched a published needle — not a probability of harm and not a ranking of the companies named.

1Scored stories in window
6Older in archive

Which scored stories are tagged Research agents in this window?

  1. Remember alphaXiv? Their new research agents are told to report on users without telling them with no disclosure [D] REDDIT-MACHINELEARNING · · attention 35.1

Which AI stories has SIREN scored in this window?

Which older scored stories are tagged Research agents?

Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.

  1. OneSearch-VL: Unified Multimodal Deep Research Agent for Image and Video HF-DAILY-PAPERS · · capability 39.4
  2. A Society of Researchers: Designing Institutions for Populations of Autonomous Research Agents ARXIV-NEWEST · · capability 27.0
  3. Predictive Credit: Measuring What Scientific Explanations Add to Experimental Forecasts HF-DAILY-PAPERS · · capability 27.4
  4. DAGent: Evaluate-then-Grow Planning for Deep Research Agents HF-DAILY-PAPERS · · capability 36.9
  5. DAGent: Evaluate-then-Grow Planning for Deep Research Agents ARXIV-NEWEST · · capability 28.5
  6. FinAutoRubric: Expert-Guided Automatic Rubric Generation for Evaluating Financial Research Agents ARXIV-NEWEST · · capability 28.8

Which older AI stories has SIREN kept in the archive?

What questions do people actually ask?

What has SIREN scored about Research agents?

7 scored stories match this published needle on SIREN (1 in the live window, 6 older in the archive). Research-agent product and paper stories scored in the newsroom or archive — coverage counts, not a capability forecast.

Which scored stories are tagged Research agents in this window?

1 scored story matched this published needle in the current window. A tag page lists headlines — not a topic doom score.

Which older scored stories are tagged Research agents?

Kept in the permanent archive after they left the live window. Still scored stories — not a forecast.

Which other tags have scored stories?

Other published tags that clear the substance gate, each linking What has SIREN scored about that tag?

Does SIREN publish a Research agents doom score?

No. Activity tempo, not probability of harm. A tag page lists matching headlines — not a probability of harm and not a ranking of the companies named.

Which other tags have scored stories?

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